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In order to solve the problem of point cloud data splitting improved by DPCalgorithm, a research on automatic separation and 3D reconstruction of pointcloud data split lines is proposed. First, the relative coordinates of eachpoint in the cloud point are calculated. Second, it is planned to develop arelative ensemble-based DPC swarm algorithm for analyzing the number ofseparation lines to determine all parts in the cloud content. Finally, fit eachseparator using the least squares method. iron. The cloud point of theresulting split subconductors has a clear demarcation line, and the distancebetween adjacent split subconductors is 0.45 m, divided by the four vertices ofthe square.

Automatic extraction and 3D reconstruction of split wire from point cloud data based on improved DPC algorithm